From: Assessing the effects of hyperparameters on knowledge graph embedding quality
Statistic | FB15k-237 | UMLS | WN18RR |
---|---|---|---|
node count | 14,541 | 135 | 40,943 |
edge count | 310,116 | 6529 | 93,003 |
edge type count | 237 | 46 | 11 |
density | 6.19e−06 | 7.85e−03 | 5.04e−06 |
component count | 6 | 1 | 13 |
mean component diameter | 2.5 | 2 | 2.46 |
mean component distance | 1.40 | 1.61 | 1.55 |
mean component connectivity | 1 | 4 | 1.15 |
mean node degree | 42.65 | 96.73 | 4.54 |
median node degree | 26 | 71 | 3 |
maximum node degree | 8642 | 382 | 521 |
standard deviation of node degree | 127.70 | 87.44 | 8.58 |
skewness of node degree | 34.07 | 1.84 | 26.15 |
kurtosis of node degree | 1777.59 | 2.91 | 1095.90 |